Agentic orchestration
Coordinate agents and people across complex operations.
- Business rules
- Human review
- Audit trails
AI solutions for business operations
We build practical AI systems that save teams time.
LogicFolds combines AI agents, human review, and production software to make complex operations easier to run.
AI workflow cockpit
Selected solution
Agentic workflows for business operations
Coordinate agents, business rules, integrations, and human review in one dependable flow.
30% throughput gains
10+ systems and workflow designs
UiPath Maestro
Agentic workflows
Human-in-the-loop
Gemini
MCP integrations
FastAPI
RAG systems
Playwright
PostgreSQL
Docker
UiPath Maestro
Agentic workflows
Human-in-the-loop
Gemini
MCP integrations
FastAPI
RAG systems
Playwright
PostgreSQL
Docker
What we build
AI systems built around the way work actually moves.
We connect agents, decisions, people, and software.
Decision intelligence
Turn documents and business context into bounded decisions.
- Extraction
- Grounding
- Validation
Platforms and integrations
Ship the software around the workflow, not just the prompt.
- FastAPI
- MCP and APIs
- Deployment
Turn one repeated ticket process into a build-ready, human-supervised AI workflow.
Review the sprintSystems library
See the workflow. See the proof.
Selected builds across regulated operations, growth intelligence, and full-stack business platforms.
Healthcare workflow template
Denial appeal orchestration
Coordinates intake, extraction, code confirmation, policy research, evidence matching, review, and submission.
19 nodes
2 outcomes
3 evaluators
Maestro / CASE-2048
01IntakeDone
02ExtractDone
03ClassifyCO50
04EvidenceRunning
05ReviewQueued
Policy 4 criteria found
Provider NPI validated
+
Evidence 8 documents mapped
Role-to-network intelligence
Role-based networking intelligence
Filters reputable employers for a target role, maps verified first-degree routes, and drafts grounded outreach.
1,794 connections
10 companies
9 tests
Role search / AI Engineer
EvidenceNetworkStatus
Matched employer15 verified contacts92
10 employersReputation 7+Pass
Daily cacheCost-controlled runReady
Best verified path
You1stBuyer
Grounded by role fit, company reputation, current hiring, and relationship evidence.
MDJSONCSV
Gemini sales intelligence agent
AI opportunity research
Researches each lead, grounds a real business problem, and scores the best-fit AI solution before outreach.
5 leads tested
4 recommendations
8 metrics
Opportunity research / Batch 05
Lead profileEvidenceFit
Independent hotelNo direct booking56
Regional propertyManual inquiries51
Extended stayGuest support load44
Recommended opportunity
Direct booking and inquiry assistant
Evidence-backed problem, buyer value, and implementation path.
Grounded public-sector workflow
Benefits claim verification
Combines residency, income, and SNAP eligibility checks into one explainable decision workflow.
3 checks
10 outputs
3 outcomes
Claim review / SYN-0248
Unified verificationEvidence review complete
Approved01
ResidencyAddress matched after normalization
Proceed02
IncomeReported and verified values align
Valid03
EligibilityWithin household income threshold
EligibleFinal case statusApproved with grounded rationale
Healthcare decision workflow
Prior authorization package
Maps clinical evidence to payer criteria, drafts the request, and routes it through review and submission.
5 stages
2 AI steps
1 approval
PA package / MRI-1001
Diagnosis supports requestMet
Conservative treatment completeMet
Recent imaging availableMet
Supports specialist planningMet
Draft packageReady for reviewer
Letter + fields + attachments
Safety-bounded clinical workflow
Critical lab alert handoff
Creates channel-specific alert drafts from validated values while preserving a human approval checkpoint.
2 agents
4 channels
1 approval
Clinical handoff / Synthetic case
Validated resultSerum potassium 2.7 mEq/LRequires acknowledgment
EHR draft ReadySMS draft ReadyPhone script ReadyPager text Ready
Clinical quality workflow
Protocol deviation review
Checks study rules, detects deviations, and classifies major or minor findings from PDF-grounded context.
2 agents
2 severities
PDF grounded
Protocol review / Visit 04
RuleEvidenceStatus
Consent currentSigned documentPass
Visit windowOutside toleranceMajor
Lab timing18 min lateMinor
2 findings require reviewEvidence attached to every decision
Full-stack finance platform
Finance operations ERP
Centralizes reimbursements, invoices, approvals, payments, journals, and intercompany work with role-based access.
11 demo steps
10 MCP actions
2 app layers
Finance operations / Demo
Reimbursements246 pending
Invoice value$48.2KThis month
Approvals8Needs action
Approval queue
Travel reimbursement$820
Vendor invoice$4,600
Intercompany settlement$12,300
Workflow completion82%
Protected routes, audit history, and role-aware actions.
Product archive
Earlier AI products and platform foundations.
Why businesses work with us
AI that fits the operation, not the other way around.
Agents, approvals, integrations, and product software designed as one system.
30%throughput and response-time gains
19nodes in the flagship orchestration
HITLhuman review where decisions need it
Process
From operational friction to a dependable system.
Discover
Workflow, friction, risk, success metric.
Orchestrate
Agents, rules, decisions, human review.
Integrate
Data, APIs, systems, and product surface.
Prove and launch
Evaluate, deploy, hand off, improve.
Field notes
Practical AI, without the theater.
Clear thinking for teams putting AI into real operations.
FAQ
Straight answers for business buyers.
Let's talk
Ready to turn an operation into a reliable AI workflow?
Bring the process. We will map the agents, review points, integrations, and rollout.