OptiSyn engagement experience
Source-grounded answers.
Built retrieval, routing, citations and access controls into a full-stack budget research workflow.
Read the engagement context ↗AI + DATA + WORKFLOW ENGINEERING
Turn manual research, document review and disconnected systems into connected workflows your team can use.
OptiSyn designs and builds the AI, data and integrations behind the work. Start with one valuable workflow. Create a foundation for the next.
20-minute fit conversation · No obligation to buy
Context. Reasoning. Approved actions.
Built around your systems. Designed for accountable delivery.
Built around the tools you already use
Where we make a difference
Choose the operational bottleneck. We connect the right engineering to the work behind it.
Knowledge & research
Connect policies, records and business knowledge to answers with supporting evidence and clear review routes.
Explore the capability ↗Document operations
Extract useful information, validate it against business rules and give reviewers the exceptions that need attention.
Explore the capability ↗Data & integrations
Connect applications, reconcile records and turn fragmented data into dependable reporting and operational handoffs.
Explore the capability ↗Experience the approach
Select a workflow. Run a sample. See where evidence, business rules and human judgment fit.
Explore the workflow / 01
Extract information, check it against your rules, and send exceptions to the person who can resolve them.
Explore this service ↗Interactive illustration with fictional data. No AI inference or external system actions run here.
Follow a sample through validation, review, and its final handoff.
Relevant engineering experience
OptiSyn engagement experience
Built retrieval, routing, citations and access controls into a full-stack budget research workflow.
Read the engagement context ↗OptiSyn engagement experience
Connected job-management and accounting workflows with reporting, reconciliation and document automation.
Read the engagement context ↗Leadership employment experience
Engineering experience across forecasting, product matching, document extraction and contract eligibility.
Read the engagement context ↗Prior employment work is distinguished from OptiSyn engagements. References and underlying artifacts are shared where permitted.
A practical path to scale
Growth starts with a useful first implementation and components that can be tested and reused in the next environment.
Map the work, establish the baseline and choose the outcome worth improving.
You get: priorities + a defined scopeConnect systems, implement the workflow and test ordinary cases and exceptions.
You get: working software + evidenceSupport adoption, document ownership and assess the next workflow using operating evidence.
You get: handoff + an expansion planThe engineering underneath
Reusable engineering tailored to your data, permissions and systems.
Connect approved sources to grounded answers while retaining the evidence and access boundary.
Deliverable: Retrieval interface, source mapping and grounding tests.
Explore the component ↗Give an agent a defined interface to the APIs and actions your workflow requires.
Deliverable: Adapter code, validated schemas and integration tests.
Explore the component ↗Connect steps with explicit routing, state, retries and recovery behavior.
Deliverable: Workflow definition, state contract and failure-path tests.
Explore the component ↗Pause consequential or uncertain actions and send the right context to a named reviewer.
Deliverable: Approval route, decision record and resume/reject tests.
Explore the component ↗Extract structured fields, identify missing information and flag conflicting records.
Deliverable: Output schema, validation rules and representative cases.
Explore the component ↗Measure component behavior and the complete workflow against agreed cases.
Deliverable: Evaluation harness, case log and acceptance matrix.
Explore the component ↗Wider deployment is scoped against expected volume, latency, cost, recovery and review capacity. Reuse requires compatible interfaces and permissions.
Make the opportunity tangible
Use your own assumptions to explore the time tied up in one repetitive workflow.
Your workflow, your assumptions
Potential manual time freed from 50 hours of current effort.
Tasks × minutes ÷ 60 × assumed reduction. An illustration, not a forecast or guaranteed saving. Review effort, implementation and operating costs must be assessed separately.
Discuss the assumptions with us ↗A clear starting point
01 / Diagnose
For a workflow that needs investigation, a clearer scope or a practical route out of a stalled pilot.
02 / Implement
For a defined requirement with an owner, accessible inputs and an outcome we can agree and test.
Fees, timelines and availability are confirmed in the proposal. Ongoing support and expansion are scoped separately.
Add specialist AI and data engineering to a defined workstream.
Start with one recurring task that has a clear owner and measurable friction. We examine the process, available data, integrations and review requirements, then recommend a diagnostic or a scoped build.
We design around your approved environment. Integration feasibility, access, data quality and system limitations are assessed before we commit to a build. Relevant experience includes Azure, Databricks, Google Cloud, APIs, SharePoint and Power Platform.
We define what the workflow can do, which sources it can use, and which decisions need a person. Approval routes, exceptions, logs and evaluation are part of the implementation scope.
Yes. We can own a defined AI, data or integration workstream with agreed responsibilities, interfaces and acceptance criteria. Remote delivery, company-to-company contracting and availability are confirmed for each engagement.
Fees and dates depend on the workflow, systems, access and agreed deliverables. The first conversation establishes fit; a proposal defines scope, milestones and commercial terms before work begins.
You receive the agreed source or configuration, evaluation evidence, deployment documentation and handoff. Monitoring, ongoing maintenance and additional workflows can be scoped separately with confirmed support availability.
Start with one high-value workflow
Request a 20-minute fit call. Bring one workflow, the systems involved and what you want to improve.
After your inquiry, we’ll review the fit and reply with questions or proposed call times. Submitting this form does not reserve a calendar slot.