Bounded AI Agent Pilot
Compare the workflow, review interface, technology options, client-owned outputs, evaluation evidence, cost drivers, scaling factors, and authority boundaries for each bounded pilot.
Current library
Each experience starts from the work, approved information, expected output, review responsibility, and evidence required to decide the next step.
Search approved construction documents across languages while preserving project, document, revision, page, section, permission, conflict, and reviewer evidence.
Open experiencePilot outputs: Source-linked candidate answers, highlighted passages, conflict review, corrections, and accepted-answer evidence.
Technology options: Docling, OCR, BGE-M3, sparse search, rerankers, and replaceable language models.
Route approved site imagery into source-linked candidate boxes, masks, classes, keypoints, and reviewer queues without creating inspection authority.
Open experiencePilot outputs: Media records, candidate observations, reviewer corrections, misses, exceptions, and measured decisions.
Technology options: YOLO26 task models or other evaluated detection, segmentation, classification, OBB, and pose components.
Search approved media by text or semantic similarity and prepare candidate boxes or points for source-visible human inspection.
Open experiencePilot outputs: Permission-aware search results, candidate regions, coordinate records, misses, corrections, and accepted assistive use.
Technology options: Grounding DINO, SigLIP 2, LocateAnything, exact filters, media indexes, and controlled review queues.
Inspect metadata and create validated image, video-frame, visible-label, or transcript derivatives while preserving every original.
Open experiencePilot outputs: Original and derivative IDs, hashes, recipes, validation evidence, release state, expiry, and withdrawal.
Technology options: FFmpeg, ffprobe, ExifTool, image-processing libraries, or separately verified hosted utilities.
Prepare source-linked project details, dates, scope categories, required documents, qualifications, conflicts, and missing information from one identified package.
Open experiencePilot outputs: Document register, candidate fields, citations, conflict and missing-item queue, corrections, and accepted intake record.
Technology options: Claude Sonnet, GPT-5.6 Luna, Terra or Sol, Qwen3.7-Plus, OCR, layout, table extraction, and deterministic controls.
Convert differently formatted quotes into a source-linked comparison of inclusions, exclusions, quantities, qualifications, dates, and unresolved scope.
Open experiencePilot outputs: Quote register, normalized scope matrix, source citations, open clarification queue, corrections, and accepted comparison.
Technology options: Claude, GPT, Qwen, OCR, table and spreadsheet extraction, package schemas, and deterministic controls.
Prepare source-linked draft minutes, decisions, actions, owners, dates, unresolved questions, and correspondence records for named attendee review.
Open experiencePilot outputs: Draft minutes, decision and action registers, source timestamps, open questions, corrections, and approved issue state.
Technology options: Claude, GPT, Qwen, speech-to-text, correspondence processing, punctuation, deterministic formatting, and review controls.
Translate and dub one approved internal workflow explainer while preserving captions, terminology, speaker permission, source timing, and final review.
Open experiencePilot outputs: Target transcript, dubbed media, captions, glossary, corrections, language and subject review, and approved release package.
Technology options: ElevenLabs dubbing, speech-to-text, translation models, captioning tools, terminology records, and review controls.
Create reviewed visual alternatives for proposals, internal storyboards, generic training, and early communication while keeping images visibly conceptual.
Open experiencePilot outputs: Brief, references, prompts, model versions, alternatives, factual checks, disclosures, corrections, and approved release.
Technology options: Grok Imagine Image, Seedream, Nano Banana, Reve, other official image APIs, and client-owned review and release records.
Create one visibly synthetic internal animation explaining an approved RFQ, onboarding, reporting, or document-control workflow.
Open experiencePilot outputs: Source-linked script, storyboard, scenes, captions, model records, corrections, synthetic disclosure, and approved internal release.
Technology options: Seedance, LTX, HappyHorse after verification, other verified video APIs, and deterministic media controls.
Read one authorized portal or inbox and prepare source-linked candidate records, a download list, or an exception queue.
Open experiencePilot outputs: Candidate records, source captures, download register, run evidence, exceptions, corrections, and reviewed acceptance state.
Technology options: OpenAI, Anthropic, or verified Gemini Computer Use, monitored vendor patterns, and deterministic Playwright steps.
Build a small internal prototype, importer, validator, dashboard, or review queue against synthetic or approved data.
Open experiencePilot outputs: Prototype source, dependency record, tests, technical review evidence, limitations, runbook, and client-owned handover.
Technology options: Claude Code, Codex, Gemini CLI, Cursor, Aider, Cline, isolated environments, tests, and independent review.
Generate or assemble one visibly conceptual object or environment for a reviewed presentation, interaction, or workflow demonstration.
Open experiencePilot outputs: Source and rights register, asset or scene, scripts, manifests, structural and behavior tests, captures, corrections, and approved release.
Technology options: Hunyuan3D, TRELLIS, Rodin, Blender, Three.js, Godot, and Unreal Engine after controlled import.
Common pilot evidence
Each route uses the existing Bounded AI Agent Pilot. Select one workflow, define the approved sources and actions, assign human authority, test difficult cases, measure complete cost, and record the decision.
Sources, tools, permissions, test cases, acceptance criteria, delivery time, and price are agreed before the pilot starts. Production use requires a separate decision after evaluation.
Choose one bounded task
Use general workflow information during the assessment. Do not submit confidential files, passwords, API keys, authentication codes, or unrestricted system access.
Plain-language route guide
Choose the smallest route that answers your next decision.
The formal service names remain useful for scope and contracts. The plain-language labels explain what each route actually does. These are alternatives, not four mandatory stages.
Operating-Layer Blueprint
Buyer question answered
What should we build, and where should the boundary be?
Typical input
One priority workflow, a named owner, current systems, representative records or files, and known failure points.
Output
A client-owned current-state map, target design, source inventory, implementation boundary, timeline, and fixed quote.
Bounded AI Agent Pilot
Buyer question answered
Can one specific AI-assisted task work reliably enough to justify more?
Typical input
One named task, approved sources and tools, representative cases, a human reviewer, and explicit stop conditions.
Output
A working pilot, evaluation evidence, cost and failure findings, review requirements, and a proceed, revise, or stop recommendation.
Single Workflow Implementation
Buyer question answered
How do we put one recurring workflow into controlled production?
Typical input
A defined trigger and completion point, accountable owners, approximately three core systems, rules, approvals, and test cases.
Output
Connected records, an operating view, integrations, a dashboard, acceptance testing, training, documentation, and handover.
Complete Operating Layer Implementation
Buyer question answered
How do we connect shared data and decisions across teams?
Typical input
Two to five related workflows, shared records, several departments or systems, an executive sponsor, and named operating owners.
Output
A phased operating layer with shared records, permissions, interfaces, integrations, reporting, controlled automation, training, and handover.
Still unsure which route fits?
Describe one broken workflow. The free assessment may recommend a Blueprint, pilot, implementation, a smaller discovery step, or no engagement.
