People move the data.
Email / document↓Copy into a spreadsheet↓Re-enter in another application↓Chase missing information
Repeated entry · Manual handoffs · Reconciliation
AI · APPLICATIONS · INFRASTRUCTURE
Reduce IT waste.
Put your systems
to better work.
Cut manual work. Modernize expensive systems. Connect AI to your business—with engineers who understand the whole stack.
Complex systems. Experienced engineers. See the work
IT consulting and engineering since 2021
IT consulting and engineering since 2021
SYSTEMS THAT WORK TOGETHERINTERACTIVE VIEW
Business applicationRecords + events
External systemAPI · SOAP · EDI
ENGINEERING LAYERMap · validate · route
Target systemValidated update
Exception queueReview + retry
Trace failures, deduplicate updates and retry safely
Illustrative architecture. The implementation is scoped to each environment.
DocumentsPolicies + guides
ApplicationsBusiness records
ENGINEERING LAYERAccess checks · retrieval · model
Answer with sourcesTraceable context
Approved tool actionScoped permissions
Source changes and evaluation feed back into the knowledge layer
Illustrative architecture. The implementation is scoped to each environment.
Existing platformLicenses + dependencies
Current workloadCost + performance
ENGINEERING LAYERCompare total cost · validate fit
Migrate in stagesWhen the case supports it
Keep & optimizeWhen replacement does not fit
Validation and recovery planning across both paths
Illustrative architecture. The implementation is scoped to each environment.
WHERE THE WASTE GOES
Change the workflow.
Change the cost of work.
A representative before-and-after flow. Start by measuring the work and dependencies in your environment.
Systems handle the repeatable work.
Document / system event↓Extract + validate↓
Valid data
Update applicationException
Human review
Update applicationException
Human review
Connected records · Defined rules · Visible exceptions
Measure the differenceStaff time per workflowException rateTotal operating cost
YOUR NEXT CHAPTER
Where do you want
to go from here?
You bring the context.
We bring the engineering to move it forward.
01 / BUILDI’m building
My systems need
I need a stronger
I’m building
a product.
Add experienced developers, build an application, or get your AI-built app ready for production.
Engineering for startups02 / CONNECTMy systems need
to work together.
Connect applications, modernize older software and introduce AI into everyday workflows.
Engineering for businesses03 / OPERATEI need a stronger
technical foundation.
Get specialist support for cloud infrastructure, servers, databases and production operations.
Infrastructure & operationsTWO WAYS TO PUT AI TO WORK
Sales intelligence.
Company intelligence.
AI SDRs, BDMs & GTM
Account context↓Agent + connected tools↓Review + next action
Explore AI Sales & GTMAI Brain & Knowledge
Documents + applications↓Permissions + retrieval + model↓Answers with source context
Explore AI Brain & KnowledgeIllustrative workflows. Responsibilities and integrations are defined for each project.
ILLUSTRATIVE WORKFLOW EXAMPLES
A prompt starts it.
Engineering makes it useful.
Explore the data, checks and handoffs behind an AI request. These examples explain a design approach; they are not live AI outputs or client results.
EXAMPLE REQUEST
Find the policy, show the evidence.
What is our vendor onboarding process? Cite the current policy. If a required step is missing, say so.
- 1Check access
Use only sources the requesting user can access.
- 2Retrieve evidence
Find relevant policy and workflow records.
- 3Construct an answer
Explain the steps and attach source references.
Response structureProcess steps + source references + any missing information
If sources conflict, surface the conflict for review.
EXAMPLE REQUEST
Research first. Hand off with context.
Review this account against our ICP. Summarize the evidence and draft a follow-up. Do not send it.
- 1Load context
Read permitted account and activity records.
- 2Assess fit
Compare evidence with the defined ICP.
- 3Draft for review
Prepare the follow-up and explain the reasoning.
Review packageAccount summary + evidence + draft message
A salesperson reviews before external communication.
EXAMPLE REQUEST
Turn documents into reviewed actions.
Extract the order details. Check required fields. Prepare the system update and flag anything uncertain.
- 1Extract fields
Create a structured representation of the document.
- 2Validate
Check required data and business rules.
- 3Route the result
Prepare an update or send exceptions for review.
Structured resultValidated fields + proposed update + exception list
Incomplete or ambiguous records stay in the review queue.
ENGINEERING CASE STUDIES
The work between
a prototype and production.
AI capabilities, complex integrations and high-volume systems. See the engineering problems behind selected engagements.
AI & real-time applications
Bringing real-time interviews and multiple AI capabilities into one platform.
An interview integrity platform combining deepfake detection, speech analysis, gaze tracking, an adaptive question engine and generative AI.
Explore the engineeringAgentic AI / in-house applications
Bringing agentic AI into applications a business already depends on.
Agentic AI added across the corporate travel company’s systems by the team responsible for building and operating them.
Explore the engineeringCorporate travel
Making travel applications, payments and predictive data work together.
Complete development, infrastructure, GDS, payments and analytical data systems—built, managed and supported as the corporate travel company’s core provider.
Explore the engineeringHigh-volume transactions
Untangling a message bus supporting high-volume transactions.
Message-bus architecture and cleanup work for high-volume transactions at the retail business.
Explore the engineeringDEEP EXPERTISE.
ACROSS YOUR STACK.AzureAWSGoogle CloudKubernetesSQL ServerPostgreSQL
ACROSS YOUR STACK.AzureAWSGoogle CloudKubernetesSQL ServerPostgreSQL
LET’S GET TO WORK
Where is technology costing you too much?
Software spend. Repetitive work. Disconnected systems. Let’s find the engineering changes that make a difference.
PAST CLIENTS
Experience across demanding businesses.
BTP Automation
Cru
Costco
Publix
Texas Health and Human Services
Werner Enterprises
Corteva
Community Health Choice Inc.
Capifiq
Selected organizations from our broader client experience.